finetuning ex

finetuning.tex

-\begin{minipage}[c]{0.65\textwidth}
-\textbf{Setting:}
-\begin{itemize}
-\item classes appear sequentially (or in batches) % $c_1,c_2,\dots,c_T$
-\item each class $y$ has training images $X^y=\{x^y_1,\dots,x^y_{n_y}\}$
-\end{itemize}
+\begin{minipage}[c]{0.55\textwidth}
+  \textbf{Setting:}
+  \begin{itemize}
+  \item classes appear sequentially (or in batches) % $c_1,c_2,\dots,c_T$
+  \item each class $y$ has training images $X^y=\{x^y_1,\dots,x^y_{n_y}\}$
+  \end{itemize}
 \end{minipage}
 ~
-\begin{minipage}[c]{0.65\textwidth}
-\textbf{Example (ImageNet and Variants)}
+\begin{minipage}[c]{0.4\textwidth}
+\begin{center}
+  \newcommand{\pacsheight}{2.5cm}
+  \textbf{Example (PACS~\blue{[1]} dataset and variants)}
+  \begin{minipage}[c]{0.14\textwidth}
+    \centering \includegraphics[height=\pacsheight]{pacs_1.png}
+
+    \centering \scriptsize Photo
+  \end{minipage}~
+  \begin{minipage}[c]{0.14\textwidth}
+    \centering \includegraphics[height=\pacsheight]{pacs_2.png}
+
+    \centering \scriptsize Noisy
+  \end{minipage}~
+  \begin{minipage}[c]{0.14\textwidth}
+    \centering \includegraphics[height=\pacsheight]{pacs_3.png}
+
+    \centering \scriptsize Blurry
+  \end{minipage}~
+  \begin{minipage}[c]{0.14\textwidth}
+    \centering \includegraphics[height=\pacsheight]{pacs_4.png}
+
+    \centering \scriptsize Painting
+  \end{minipage}~
+  \begin{minipage}[c]{0.14\textwidth}
+    \centering \includegraphics[height=\pacsheight]{pacs_5.png}
+
+    \centering \scriptsize Cartoon
+  \end{minipage}~
+  \begin{minipage}[c]{0.14\textwidth}
+    \centering \includegraphics[height=\pacsheight]{pacs_6.png}
+
+    \centering \scriptsize Sketch
+  \end{minipage}
+\end{center}
 \end{minipage}
+